COVID-19 is associated with infection of epithelial and immune cells of the respiratory tract and infection of pneumocytes that express angiotensin converting enzyme 2 (ACE2) and can cause an inflammatory response that generates the cytokine storm phenomenon that results in respiratory distress of varying severity, which in its most severe form can lead to acute respiratory distress syndrome [31]. This evidence concerns the gene ACE2 and acute respiratory distress syndrome.